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Strategies of Designing High-Efficiency Electrolyte Additives for Aqueous Magnesium Batteries: A Review
Yulong Wu1, Darya Snihirova2, Yibing Zhang3
1Institute of Surface Science, Helmholtz-Zentrum Hereon, Max-Planck Str. 1, 21502, Geesthacht, Germany. yulong.wu@hereon.de.
Aqueous magnesium-air batteries offer green energy storage but suffer from poor performance. This review explores electrolyte additives to improve magnesium anode efficiency and discusses AI-driven design for future batteries.
Area of Science:
- Materials Science
- Electrochemistry
- Energy Storage
Background:
- Aqueous magnesium-air batteries are promising for sustainable energy storage due to magnesium's low cost and high capacity.
- However, high self-discharge rates and discharge product formation limit magnesium anode performance and efficiency.
- Current strategies like anode alloying and electrolyte additives show potential but face compatibility challenges.
Purpose of the Study:
- To review the role of electrolyte additives in aqueous magnesium batteries.
- To provide insights into magnesium anode discharge mechanisms with additives.
- To propose strategies for designing efficient electrolyte additive mixtures.
Main Methods:
- Literature review of recent advancements in electrolyte additives for aqueous Mg batteries.
- Analysis of discharge mechanisms for Mg-based anodes in various additive-containing electrolytes.
- Discussion of future directions, including AI-supported workflows for additive design.
Main Results:
- Electrolyte additives can mitigate issues like self-discharge and improve anode utilization in Mg batteries.
- Understanding additive-electrolyte-anode interactions is crucial for optimizing performance.
- AI and robotic workflows offer a pathway for accelerated development of novel additives.
Conclusions:
- Electrolyte additives are key to unlocking the potential of aqueous magnesium-air batteries.
- Further research into additive design and mechanisms is needed.
- AI-driven approaches promise rapid advancement in this field.
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